Google Trends data is normalized and sampled, making it dangerous for machine learning models. Learn how the 0-100 scaling trap distorts search volume and discover the technical “stitching” methodology used by senior developers to rebuild granular daily time series for production-grade AI and data pipelines.
Stop focusing on AI tone and start measuring structure. Ahmad Wael explains why AI customer journeys require structural metrics like Continuity, Deepening, and Progression (CDP) to deliver actual business results. Learn how to move beyond generic LLM benchmarks and build deterministic evaluation pipelines for your WooCommerce or WordPress site.
Stop relying on unreliable LLM-as-judge methods. Learn how to detect LLM hallucinations using geometric Displacement Consistency (DC). By analyzing the vector displacement between queries and responses in embedding space, developers can identify fabricated information with high precision without external documents or additional model calls. Perfect for WordPress AI integrations.
WooCommerce 10.5 introduces a game-changing experimental feature: Product Object Caching. This in-memory cache prevents redundant database loads during a single request, offering up to 13% speed improvements for variable products. Ahmad Wael breaks down how it works, the performance benchmarks, and the critical “gotchas” for developers using direct SQL updates.
Scaling Large Language Models often leads to massive memory bottlenecks in the final Cross-Entropy layer. Ahmad Wael explains how Fused Kernels, built with Triton, can slash VRAM usage by 84% using tiling and online softmax. Learn how to eliminate the logit bottleneck and avoid the dreaded OOM errors in production.
While Calendar-Based Time Intelligence simplifies many DAX calculations, it isn’t a complete replacement for custom logic, especially in complex enterprise models. Ahmad Wael explores the performance trade-offs between standard functions and optimized custom patterns like Row Ranks for moving averages in Power BI.
Our Web Almanac 2025 Analysis dives into the data of 17.2 million websites. While CSS features like text-wrap and variable fonts are gaining traction, accessibility and performance are regressing. Mobile page weights have exploded by 200%, and focus styles are being removed at an epidemic rate. Learn how to refactor for a faster web.
The WordPress PHP AI Client SDK v0.1.0 has officially launched, marking a major milestone for Core-AI. This provider-agnostic SDK standardizes how we integrate LLMs into plugins and themes, moving away from fragmented API calls. Senior dev Ahmad Wael breaks down why this technical foundation is critical for future-proofing your WordPress AI projects.
Healthcare leads in the use of knowledge graphs because it treats data as an ontology, not just a record. Driven by empirical science, strict regulations, and open W3C standards, their semantic infrastructure is decades ahead. Learn how shared vocabularies and layered structures prevent the ‘Schema-less Rot’ common in modern web development.
WordPress AI Experiments 0.2.0 has been released, introducing AI-powered excerpt generation and a new “Abilities Explorer” for developers. Ahmad Wael explains why this release is a critical step toward standardizing AI within WordPress Core, moving beyond simple chatbots to a robust framework for registering and testing AI-powered editorial abilities.